Cargando…

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

Emulation of biological synapses is an important step toward construction of large-scale brain-inspired electronics. Despite remarkable progress in emulating synaptic functions, current synaptic devices still consume energy that is orders of magnitude greater than do biological synapses (~10 fJ per...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Wentao, Min, Sung-Yong, Hwang, Hyunsang, Lee, Tae-Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4928881/
https://www.ncbi.nlm.nih.gov/pubmed/27386556
http://dx.doi.org/10.1126/sciadv.1501326
_version_ 1782440513015644160
author Xu, Wentao
Min, Sung-Yong
Hwang, Hyunsang
Lee, Tae-Woo
author_facet Xu, Wentao
Min, Sung-Yong
Hwang, Hyunsang
Lee, Tae-Woo
author_sort Xu, Wentao
collection PubMed
description Emulation of biological synapses is an important step toward construction of large-scale brain-inspired electronics. Despite remarkable progress in emulating synaptic functions, current synaptic devices still consume energy that is orders of magnitude greater than do biological synapses (~10 fJ per synaptic event). Reduction of energy consumption of artificial synapses remains a difficult challenge. We report organic nanowire (ONW) synaptic transistors (STs) that emulate the important working principles of a biological synapse. The ONWs emulate the morphology of nerve fibers. With a core-sheath–structured ONW active channel and a well-confined 300-nm channel length obtained using ONW lithography, ~1.23 fJ per synaptic event for individual ONW was attained, which rivals that of biological synapses. The ONW STs provide a significant step toward realizing low-energy–consuming artificial intelligent electronics and open new approaches to assembling soft neuromorphic systems with nanometer feature size.
format Online
Article
Text
id pubmed-4928881
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher American Association for the Advancement of Science
record_format MEDLINE/PubMed
spelling pubmed-49288812016-07-06 Organic core-sheath nanowire artificial synapses with femtojoule energy consumption Xu, Wentao Min, Sung-Yong Hwang, Hyunsang Lee, Tae-Woo Sci Adv Research Articles Emulation of biological synapses is an important step toward construction of large-scale brain-inspired electronics. Despite remarkable progress in emulating synaptic functions, current synaptic devices still consume energy that is orders of magnitude greater than do biological synapses (~10 fJ per synaptic event). Reduction of energy consumption of artificial synapses remains a difficult challenge. We report organic nanowire (ONW) synaptic transistors (STs) that emulate the important working principles of a biological synapse. The ONWs emulate the morphology of nerve fibers. With a core-sheath–structured ONW active channel and a well-confined 300-nm channel length obtained using ONW lithography, ~1.23 fJ per synaptic event for individual ONW was attained, which rivals that of biological synapses. The ONW STs provide a significant step toward realizing low-energy–consuming artificial intelligent electronics and open new approaches to assembling soft neuromorphic systems with nanometer feature size. American Association for the Advancement of Science 2016-06-17 /pmc/articles/PMC4928881/ /pubmed/27386556 http://dx.doi.org/10.1126/sciadv.1501326 Text en Copyright © 2016, The Authors http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Xu, Wentao
Min, Sung-Yong
Hwang, Hyunsang
Lee, Tae-Woo
Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title_full Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title_fullStr Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title_full_unstemmed Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title_short Organic core-sheath nanowire artificial synapses with femtojoule energy consumption
title_sort organic core-sheath nanowire artificial synapses with femtojoule energy consumption
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4928881/
https://www.ncbi.nlm.nih.gov/pubmed/27386556
http://dx.doi.org/10.1126/sciadv.1501326
work_keys_str_mv AT xuwentao organiccoresheathnanowireartificialsynapseswithfemtojouleenergyconsumption
AT minsungyong organiccoresheathnanowireartificialsynapseswithfemtojouleenergyconsumption
AT hwanghyunsang organiccoresheathnanowireartificialsynapseswithfemtojouleenergyconsumption
AT leetaewoo organiccoresheathnanowireartificialsynapseswithfemtojouleenergyconsumption